BibSonomy :: user  :: schaul ::

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publications

(8)   

• Optimality of Universal Prediction for General Loss and Alphabet
  M. Hutter Istituto Dalle Molle di Studi sull'Intelligenza Artificiale, Manno (Lugano), CH, (2002)
  to function, juergen, solomonoff, induction, bayesian, algorithmic, deterministic, information, complexity, leaning, universal kolmogorov, loss, prediction, probability, theory, by schaul and 1 other person on Feb 26, 2008, 11:58 AM
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• Sequential Predictions based on Algorithmic Complexity
  M. Hutter Journal of Computer and System Sciences(2006)
  to sequence, minimal, kolmogorov, prediction, prior, convergence, self-optimizingness, information, length, theory solomonoffs, juergen, description, algorithmic, complexity, monotone, by schaul and 2 other people on Feb 26, 2008, 11:58 AM
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• Asymptotics of Discrete MDL for Online Prediction
  J. Poland and M. Hutter IEEE Transactions on Information Theory51(11):3780--3795(2005)
  to length, loss, information, description, theory, sequence, class, stabilization, bounds, classification, consistency, juergen, universal regression, minimum, discrete, model, algorithmic, induction, prediction, by schaul and 3 other people on Feb 26, 2008, 11:58 AM
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• On Generalized Computable Universal Priors and their Convergence
  M. Hutter Theoretical Computer Science(2005)
  to universal computability, prediction, theory, concepts, probability, sequence, information, randomness, algorithmic, convergence, distributions, juergen, martin-loef, posterior, solomonoffs, mixture, prior, by schaul and 2 other people on Feb 26, 2008, 11:58 AM
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• Universal Convergence of Semimeasures on Individual Random Sequences
  M. Hutter and An Proc. 15th International Conf. on Algorithmic Learning Theory (ALT'04), volume3244ofLNAI, page234--248. Padova, Springer, Berlin, (2004)
  to posterior, algorithmic, prediction, juergen, universal enumerable, information, martin-lof, randomness, mixture, theory, semimeasure, convergence, distributions, quasimeasures, sequence, by schaul and 1 other person on Feb 26, 2008, 11:58 AM
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• Convergence of Discrete MDL for Sequential Prediction
  J. Poland and M. Hutter Proc. 17th Annual Conf. on Learning Theory (COLT'04), volume3120ofLNAI, page300--314. Banff, Springer, Berlin, (2004)
  to model, algorithmic, length, discrete, minimum, classes, universal prediction, convergence, description, information, theory, sequence, stabilization, induction, juergen, by schaul and 3 other people on Feb 26, 2008, 11:58 AM
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• Sequence Prediction based on Monotone Complexity
  M. Hutter Proc. 16th Annual Conf. on Learning Theory (COLT'03), volume2777ofLNAI, page506--521. Washington, DC, Springer, Berlin, (2003)
  to algorithmic, juergen, monotone, information, length, convergence, prior, sequence, prediction, theory description, minimal, complexity, kolmogorov, self-optimizingness, solomonoffs, by schaul and 5 other people on Feb 26, 2008, 11:58 AM
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• Universal Sequential Decisions in Unknown Environments
  M. Hutter Proc. 5th European Workshop on Reinforcement Learning (EWRL-5), 27, page25--26. Onderwijsinsituut CKI, Utrecht Univ., (2001)
  to agents, sequential, juergen, complexity, theory, solomonoff, rational, reinforcement, computational, kolmogorov, intelligence, probability, learning, algorithmic, induction, universal artificial, decision, by schaul and 1 other person on Feb 26, 2008, 11:58 AM
  URL | BibTeX